Dataset collections

Republic Polytechnic lifelong learning open data lists part-time courses offered in 2019 for Singapore residents and working adults. The sole CSV Republic Polytechnic Part-Time Courses 2019 provides structured course information for counsellors and skills planners comparing polytechnic continuing education options that year. Researchers can align entries with RP’s 2019 academic calendar coverage stated in the catalogue. The file reflects published course listings rather than enrolment counts or fees.

National Environment Agency (NEA) curates Singapore open data on channels for donation, resale, and repair to support waste reduction and circular economy habits. The collection includes the Channels for Donation, Resale and Repair dataset in both KML and GEOJSON. Residents and community groups can map where to donate goods, buy second-hand items, or access repair services in Singapore. Daily awareness of these locations helps keep usable items out of incineration and landfill streams.

People’s Association geospatial layers locating Water Ventures community water-sport sites across Singapore, published as GeoJSON and KML open data. The Water Ventures collection supports residents discovering PA-managed aquatic recreation facilities and building maps for grassroots programmes. Community organisers and civic developers can embed the points in Singapore leisure and volunteering apps.

Land Transport Authority (LTA) annual open data describes Singapore’s registered bus fleet broken down by passenger capacity classes. The series covers public and general-purpose buses while excluding vehicles granted road tax exemption. Transport modellers and analysts studying vehicle mix can trace fleet composition from 2005 through 2017 in CSV form. The indicator helps contextualise capacity planning against ridership and service standards. It complements other LTA vehicle population statistics on Singapore roads.

URA Master Plan 2019 SDCP spatial data in this collection delineates indicative monument boundaries under the Conservation Area and Monuments Plan in Singapore. Member datasets Master Plan 2019 SDCP Monument layer ship in GEOJSON and KML for heritage planning GIS. Conservation architects and planners can overlay monument polygons with related SDCP controls. Boundaries are indicative cartographic products tied to the SDCP framework, not substitutes for statutory conservation notices.

Singapore Police Force published geospatial boundaries for the 50th National Day Parade special zone under the Public Order notification framework. The collection provides GEOJSON and KML versions of the Singapore Police Force - (50th National Day Parade) - Special Zone layer. Historians, event planners, and GIS users studying Singapore major-event security zoning can load these files for reference mapping. The datasets document a fixed ceremonial-period control area rather than ongoing operational zones.

Ministry of Manpower (MOM) breaks down membership of employees’ trade unions by industry in Singapore from 2010 through 2020. The annual CSV dataset supports labour relations researchers studying union density across sectors and how organised labour is distributed in the economy. Policy analysts comparing industrial bargaining structures can track industry-level membership trends. Explore this MOM collection for open data on Singapore employees’ trade union membership by industry.

Info-communications Media Development Authority publishes annual revenue open data for Singapore’s infocomm industry to monitor market performance and business trends. The single CSV dataset spans from 2001 through 2017 in the catalog metadata. Economists and sector analysts can benchmark growth cycles against digital economy policy milestones. The series supports high-level industry sizing rather than firm-level financial statements. Researchers pairing revenue with employment or investment data gain a longitudinal view of Singapore’s infocomm sector.

National Library Board (NLB) cultural heritage open data catalogues books and magazines digitised from National Library, Singapore collections. The CSV National Library Singapore Digitised Books and Magazines 2024 lists titles supporting research on Singapore history, art, and culture as described in NLB’s access mission. Educators, genealogists, and digital humanities teams can discover digitised holdings before visiting physical stacks. For reference enquiries NLB directs users to [email protected] as noted officially.

Ministry of Defence publishes locations of National Physical Fitness Award (NAPFA) test centres across Singapore. The collection groups NAPFA Test Centre spatial data in GEOJSON, KML, and SHP formats for schools, NS units, and fitness programmes. Parents and educators can find where candidates may sit NAPFA assessments in Singapore. Open geodata makes it easier to build maps and mobile lookups for community fitness testing venues.

Ministry of Health annual CSV statistics on policyholders for MediShield and Integrated Shield Plans in Singapore from 2006 through 2021. The dataset supports health financing research, uptake of private integrated shields, and longitudinal study of Singapore national health insurance coverage. Insurers, academics, and policymakers can track MediShield participation alongside integrated plan adoption.

Public Transport Council open data documents fare structures for express bus services in Singapore, expressed in cents. The annual collection aligns with fare review cycles and includes the effective express bus fares dataset in CSV. Commuters comparing premium express routes with standard bus fares can reference authoritative PTC tables. Transport researchers modelling fare elasticity or subsidy impacts can download structured fare components. Coverage in the catalog reflects the published effective date window for the listed revision.

NEA solid waste management statistics in this collection report annual megawatt-hours of energy produced from waste incineration in Singapore. The CSV Solid Waste Management - Energy Produced From Incineration, Annual supports energy recovery and waste policy analysis from 2000 through the catalogue end year. Sustainability analysts can relate MWh output to national waste-to-energy infrastructure performance as officially measured. Figures are annual energy production totals, not plant-level operational logs.

Singapore Civil Defence Force (SCDF) directory of headquarters and training establishments, published as geospatial open data. Datasets include GEOJSON, KML, and SHP formats for mapping emergency services infrastructure and public education sites. Community planners and GIS developers can locate SCDF facilities for routing, resilience planning, and civic apps. Updates follow an “other” frequency in the catalogue as facilities evolve. The collection supports transparent reference to SCDF’s fixed training and command locations in Singapore.

Singapore Police Force geospatial open data defines special zones used during the SEA Games 2015 opening and closing ceremonies. Member files include the SEA Games 2015 Special Zone in GEOJSON and KML. The collection helps GIS users document how Singapore temporarily zoned areas for a major regional sporting event. It is a historical reference layer tied to the 2015 Public Order notification rather than current event perimeters.

Board of Architects (BOA) maintains an annual open-data register of ASEAN architects practising under Singapore registration rules. The CSV listing identifies professionals recognised in ASEAN member states who are also on BOA’s roll. Architecture firms verifying cross-border qualifications and researchers studying regional mobility use the file for due diligence. Official links point to BOA and the ASEAN Architect Council for registration policy detail. The dataset supports transparency in Singapore’s regulated architecture profession.

IMDA telecommunications statistics in this Singapore open data collection track monthly outgoing retail international telephone call minutes including transit traffic. The CSV Total Number of Outgoing Retail International Telephone Call Minutes including Transit carries official notes on retroactive adjustments from 2001 and expanded reporting from 2004 for service-based operators. Telecom market historians can study international voice demand while respecting documented breaks in series methodology. Minutes are aggregate traffic statistics, not individual call records.

Land Transport Authority (LTA) statistics on the passing rate of motor vehicles on their first inspection each year. The CSV dataset tracks how often vehicles meet safety and emissions requirements without needing a re-test. Transport researchers and fleet operators can benchmark vehicle roadworthiness trends from 2006 through 2017. The collection ties to Singapore’s mandatory vehicle inspection regime administered with authorised inspection centres. It offers a simple annual indicator of first-attempt compliance in open transport data.

Singapore Land Authority (SLA) open data tracks corporate performance on the approval of land lots, published as a CSV time series. The Approval of Land Lots dataset supports analysis of how many lots SLA has approved over time for Singapore land administration. Planners and researchers comparing cadastral processing trends can download the file for spreadsheet or statistical work. Official metadata notes semi-annual updates during the catalogued coverage period.

Ministry of Transport CSV index of air accident investigation reports published by Singapore’s Transport Investigation Bureau, with coverage from 2000 through 2019. The Air Accident Investigation Reports by Date listing supports aviation safety research, regulatory compliance discovery, and historical case review for Singapore-registered or Singapore-investigated incidents. Journalists and analysts can locate official investigation publications chronologically.

Ministry of Education publishes Graduate Employment Survey (GES) results for autonomous universities including NTU, NUS, SMU, SIT, SUSS, and SUTD. Surveys run about six months after final examinations, with MOE releasing comparable employment indicators for prospective students. Timing differs by academic calendar: most institutions in November, SUTD in February and SIT in March. Follow-up cohorts capture law, medicine, architecture, and other programmes after practical training. The CSV collection summarises course-level outcomes; official notes explain honours splits, small-sample flags, and MOE’s disclaimer on data use.

Ministry of Health provides a tabular open-data listing of SGO Satellite Offices across Singapore with addresses, postal codes, and phone numbers. The SGO Satellite Offices CSV supports healthcare administrators and the public in locating government satellite service points. Researchers building directories or accessibility studies can reuse the structured fields without scraping websites. The dataset reflects a defined coverage window in the catalog metadata.

Info-communications Media Development Authority annual CSV results from the Household Infocomm Usage Survey on computer ownership by housing type in Singapore from 2000 through 2018. The series reflects face-to-face interviews with nationally representative household samples and supports digital divide and housing-segment ICT adoption research. Policymakers can compare computer penetration across HDB and private housing types.

Ministry of Manpower quarterly open data counts active crane operator licences in Singapore by competency type. Figures reflect operators registered under the WSH (Operation of Crane) Regulations. Construction safety analysts and workforce planners can monitor credential stock during the 2022 coverage window. The CSV breakdown supports compliance trending across crane categories on Singapore worksites. The collection complements broader MOM occupational licensing statistics.